ABSTRACT
Among components of the translational machinery, ribonucleoside modifications on tRNAs are emerging as critical regulators of cell physiology and stress response. Here, we demonstrate highly coordinated behavior of the repertoire of tRNA modifications of Plasmodium falciparum throughout the intra-erythrocytic developmental cycle (IDC). We observed both a synchronized increase in 22 of 28 modifications from ring to trophozoite stage, consistent with tRNA maturation during translational up-regulation, and asynchronous changes in six modifications. Quantitative analysis of ~2,100 proteins across the IDC revealed that up- and down-regulated proteins in late but not early stages have a marked codon bias that directly correlates with parallel changes in tRNA modifications and enhanced translational efficiency. We thus propose a model in which tRNA modifications modulate the abundance of stage-specific proteins by enhancing translation efficiency of codon-biased transcripts for critical genes. These findings reveal novel epitranscriptomic and translational control mechanisms in the development and pathogenesis of Plasmodium parasites.
Subject(s)
Plasmodium falciparum/physiology , Protozoan Proteins/genetics , Protozoan Proteins/metabolism , RNA, Transfer/metabolism , Codon , Epigenesis, Genetic , Erythrocytes , Gene Expression Profiling/methods , Gene Expression Regulation , Humans , Plasmodium falciparum/genetics , Protein Biosynthesis , Protein Processing, Post-Translational , Proteomics/methodsABSTRACT
Here we describe an analytical platform for systems-level quantitative analysis of modified ribonucleosides in any RNA species, with a focus on stress-induced reprogramming of tRNA as part of a system of translational control of cell stress response. This chapter emphasizes strategies and caveats for each of the seven steps of the platform workflow: (1) RNA isolation, (2) RNA purification, (3) RNA hydrolysis to individual ribonucleosides, (4) chromatographic resolution of ribonucleosides, (5) identification of the full set of modified ribonucleosides, (6) mass spectrometric quantification of ribonucleosides, (6) interrogation of ribonucleoside datasets, and (7) mapping the location of stress-sensitive modifications in individual tRNA molecules. We have focused on the critical determinants of analytical sensitivity, specificity, precision, and accuracy in an effort to ensure the most biologically meaningful data on mechanisms of translational control of cell stress response. The methods described here should find wide use in virtually any analysis involving RNA modifications.
Subject(s)
Mass Spectrometry/methods , RNA Processing, Post-Transcriptional/genetics , RNA, Transfer/chemistry , Ribonucleosides/chemistry , Protein Biosynthesis/genetics , RNA, Transfer/genetics , Ribonucleosides/geneticsABSTRACT
We report a new technique for sensitive, quantitative and rapid detection of Plasmodium spp.-infected red blood cells (RBCs) by means of magnetic resonance relaxometry (MRR). During the intraerythrocytic cycle, malaria parasites metabolize large amounts of cellular hemoglobin and convert it into hemozoin crystallites. We exploit the relatively large paramagnetic susceptibility of these hemozoin particles, which induce substantial changes in the transverse relaxation rate of proton nuclear magnetic resonance of RBCs, to infer the 'parasite load' in blood. Using an inexpensive benchtop 0.5-Tesla MRR system, we show that with minimal sample preparatory steps and without any chemical or immunolabeling, a parasitemia level of fewer than ten parasites per microliter in a volume below 10 µl of whole blood is detected in a few minutes. We demonstrate this method both for cultured Plasmodium falciparum parasites and in vivo with Plasmodium berghei-infected mice.
Subject(s)
Magnetics , Malaria/diagnosis , Plasmodium/isolation & purification , Animals , Erythrocytes/parasitology , Humans , Malaria/parasitology , Mice , Mice, Inbred BALB C , Plasmodium/classification , Sensitivity and Specificity , Species SpecificityABSTRACT
A renewed interest in non-coding RNA (ncRNA) has led to the discovery of novel RNA species and post-transcriptional ribonucleoside modifications, and an emerging appreciation for the role of ncRNA in RNA epigenetics. Although much can be learned by amplification-based analysis of ncRNA sequence and quantity, there is a significant need for direct analysis of RNA, which has led to numerous methods for purification of specific ncRNA molecules. However, no single method allows purification of the full range of cellular ncRNA species. To this end, we developed a multidimensional chromatographic platform to resolve, isolate and quantify all canonical ncRNAs in a single sample of cells or tissue, as well as novel ncRNA species. The applicability of the platform is demonstrated in analyses of ncRNA from bacteria, human cells and plasmodium-infected reticulocytes, as well as a viral RNA genome. Among the many potential applications of this platform are a system-level analysis of the dozens of modified ribonucleosides in ncRNA, characterization of novel long ncRNA species, enhanced detection of rare transcript variants and analysis of viral genomes.
Subject(s)
RNA, Untranslated/isolation & purification , Chromatography, Gel/methods , Chromatography, High Pressure Liquid/methods , Chromatography, Reverse-Phase/methods , Fluorometry , Humans , MicroRNAs/isolation & purification , Mycobacterium bovis/genetics , Plasmodium berghei/genetics , RNA, Bacterial/isolation & purification , RNA, Protozoan/isolation & purification , RNA, Ribosomal/isolation & purification , RNA, Transfer/isolation & purification , RNA, Viral/isolation & purificationABSTRACT
Thermobifida fusca is an aerobic, thermophilic, cellulose degrading bacterium identified in heated organic materials. This study applied iTRAQ quantitative proteomic analysis to the cellular and membrane proteomes of T. fusca grown in presence and absence of cellulose to elucidate the cellular processes induced by cellulose nutrient. Using an iTRAQ-based quantitative proteomic approach, 783 cytosolic and 181 membrane proteins expressed during cellulose hydrolysis were quantified with ≤1% false discovery rate. The comparative iTRAQ quantification revealed considerable induction in the expression levels and up-regulation of specific proteins in cellulosic medium than non-cellulosic medium. The regulated proteins in cellulosic medium were grouped under central carbohydrate metabolism such as glycolysis/gluconeogenesis, pentose phosphate pathways, citric acid cycle, starch, sugars, pyruvate, propanoate and butanoate metabolism; energy metabolism that includes oxidative phosphorylation, nitrogen, methane and sulfur metabolism; fatty acid metabolism, amino acid metabolic pathways, purine and pyrimidine metabolism, and main cellular genetic information processing functions like replication, transcription, translation, and cell wall synthesis; and environmental information processing (membrane transport and signal transduction). The results demonstrated cellulose induced several metabolic pathways during cellulose utilization.
Subject(s)
Actinomycetales/metabolism , Bacterial Proteins/analysis , Cellulose/metabolism , Proteomics/methods , Bacterial Proteins/metabolism , Metabolic Networks and PathwaysABSTRACT
Thermobifida fusca, a thermophilic bacterium belonging to Actinobacteria, is a major degrader of plant cell walls. The protein profiles of the secretome produced by T. fusca grown in cellulose, lignin, and mixture of cellulose and lignin containing culture media, promoting production of respective substrate hydrolyzing enzymes, was explored using a proteomics approach with high throughput isobaric tag for relative and absolute quantification (iTRAQ) technique using liquid chromatography-tandem mass spectrometry (LC-MS/MS). The iTRAQ quantification of the secretome revealed unique extracellular enzyme system, including discrete multienzyme complexes of cellulases, hemicellulases, glycoside hydrolases, proteases, peroxidases, and protein translocating transporter proteins. When the strain was grown in these substrate conditions, proteins corresponding to cellulases, hemicellulases and transport proteins were highly up-regulated, while lignin degrading DyP-type peroxidase, novel nonheme peroxidases, catalase, cytochrome-c oxidase, and superoxide dismutase were also identified. Numerous proteins presumed to be involved in lignocellulose hydrolysis were expressed in response to these different culture conditions, and among these were several secreted hypothetical proteins that were not previously observed.